Workflow · Customer service
Draft a customer reply with AI that a person reads before it goes
Replies that can be quicker and more consistent, with a person answerable for each one.
Try with checksIt is worth trying only with the checks on this page.
For: Customer service agents and their team leads
What the evidence says
Studied directly. Studies look at this task or something very close to it.
- Customer service with AI: not enough evidence yet (evidence strength 0 of 5)
Studies so far point to a gain, but there are too few or too weak to rate it. One trial found newer and weaker agents gained most, and top performers least.
This workflow itself is our recommended way of working, not a tested method. Studies searched to 2 November 2026.
Before you start
- Use a tool your employer has approved. Customer details must not go into a personal AI account.
- Give it your real policies and help articles to work from, so it doesn't rely on what it thinks a company like yours does.
The steps
Replace the words in square brackets with your own.
- YouRead the customer's message yourself first, and decide what they actually need.
- AIAsk for a draft based only on your policy.
If the message mentions harm, legal action or someone vulnerable, do not draft. Tell me to hand it to a person. If the product may be faulty, tell me to check the customer's legal rights. Otherwise, draft a reply to this customer. Use only the policy below. If the policy doesn't cover this, put a note to me above the draft and don't guess. Don't confirm what the customer says an agent told them. Do not promise refunds, dates or exceptions that the policy doesn't allow. Keep it under [words] words, and acknowledge the problem in the first line. Customer message (with personal details removed): [paste] Policy: [paste] After the draft, list which policy lines you used.
- YouCheck it against the policy lines it listed, then change it to fit this customer.
- YouSend it yourself. If you corrected a mistake, report it so that the policy or the instructions can be fixed.
How to catch its mistakes
- Each promise, price and date is in the policy. A refusal doesn't override the customer's legal rights.
- It answers what this customer asked, not a similar question.
- It doesn't sound cheerful about something upsetting.
- Personal details belong to this customer, and nobody else's have slipped in.
When not to use this
- Complaints about harm, legal threats, vulnerable customers, or anything about health or money that needs a specialist. Hand these to a person from the first word.
- Letting replies go out with no person reading them. That is a different and riskier thing.
Tools
The assistant in your help desk software, or an approved AI assistant. We don't have a comparison of help desk tools yet, so we name none.. Use whichever your employer has approved. The steps work with any tool of this type. We take no money from AI companies.
Find out if it works for you
People often misjudge how much AI helps them. Try this on your next 10 similar tasks, letting a coin flip decide which ones use AI. What to measure: Handling time, repeat contacts and customer satisfaction, against agents not yet using it. Your results stay in your browser. Start the self-test →
If you manage people
Watch repeat contacts as well as speed. Don't cut review time as soon as handling time falls, and keep a route for agents to flag bad drafts.
Written by AI Adoption's editors as our own recommendation, last checked 5 November 2026. It has not been reviewed by an outside practitioner. Before publishing, we ran its prompts once on made-up samples with a second AI model, also from Anthropic. That is a check on the wording, not a test of whether the workflow works for you. Disclosure: AI Adoption uses AI tools in its research and editorial work, including Claude from Anthropic. No company has any say in this page. Reuse under CC BY 4.0. Spotted an error? Tell us.